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Nonlinear Shape-Manifold Learning Approach: Concepts, Tools and Applications

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0 Published in 2017 at "Archives of Computational Methods in Engineering"

DOI: 10.1007/s11831-016-9189-9

Abstract: In this paper, we present the concept of a “shape manifold” designed for reduced order representation of complex “shapes” encountered in mechanical problems, such as design optimization, springback or image correlation. The overall idea is… read more here.

Keywords: learning approach; shape; manifold learning; nonlinear shape ... See more keywords